Dataset statistics
| Number of variables | 37 |
|---|---|
| Number of observations | 210721 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 57.7 MiB |
| Average record size in memory | 287.0 B |
Variable types
| Numeric | 23 |
|---|---|
| Categorical | 11 |
| Boolean | 3 |
age_is_na has constant value "False" | Constant |
first_affiliate_tracked_is_na has constant value "False" | Constant |
first_browser has a high cardinality: 52 distinct values | High cardinality |
df_index is highly correlated with first_active_account_year and 1 other fields | High correlation |
first_booking_day_of_week is highly correlated with first_booking_day and 3 other fields | High correlation |
first_active_account_day_of_week is highly correlated with account_creation_day_of_week | High correlation |
account_creation_day_of_week is highly correlated with first_active_account_day_of_week | High correlation |
first_booking_day is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_active_account_day is highly correlated with account_creation_day | High correlation |
account_creation_day is highly correlated with first_active_account_day | High correlation |
first_booking_month is highly correlated with first_booking_day_of_year and 1 other fields | High correlation |
first_active_account_month is highly correlated with account_creation_month and 4 other fields | High correlation |
account_creation_month is highly correlated with first_active_account_month and 4 other fields | High correlation |
first_booking_year is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_active_account_year is highly correlated with df_index and 1 other fields | High correlation |
account_creation_year is highly correlated with df_index and 1 other fields | High correlation |
first_booking_day_of_year is highly correlated with first_booking_month and 1 other fields | High correlation |
first_active_account_day_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
account_creation_day_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
first_booking_week_of_year is highly correlated with first_booking_month and 1 other fields | High correlation |
first_active_account_week_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
account_creation_week_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
days_account_creation_first_booking is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
days_first_active_first_booking is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
df_index is highly correlated with first_active_account_year and 1 other fields | High correlation |
first_booking_day_of_week is highly correlated with first_booking_day and 3 other fields | High correlation |
first_active_account_day_of_week is highly correlated with account_creation_day_of_week | High correlation |
account_creation_day_of_week is highly correlated with first_active_account_day_of_week | High correlation |
first_booking_day is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_active_account_day is highly correlated with account_creation_day | High correlation |
account_creation_day is highly correlated with first_active_account_day | High correlation |
first_booking_month is highly correlated with first_booking_day_of_year and 1 other fields | High correlation |
first_active_account_month is highly correlated with account_creation_month and 4 other fields | High correlation |
account_creation_month is highly correlated with first_active_account_month and 4 other fields | High correlation |
first_booking_year is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_active_account_year is highly correlated with df_index and 1 other fields | High correlation |
account_creation_year is highly correlated with df_index and 1 other fields | High correlation |
first_booking_day_of_year is highly correlated with first_booking_month and 1 other fields | High correlation |
first_active_account_day_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
account_creation_day_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
first_booking_week_of_year is highly correlated with first_booking_month and 1 other fields | High correlation |
first_active_account_week_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
account_creation_week_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
days_account_creation_first_booking is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
days_first_active_first_booking is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
df_index is highly correlated with first_active_account_year and 1 other fields | High correlation |
first_booking_day_of_week is highly correlated with first_booking_day and 3 other fields | High correlation |
first_active_account_day_of_week is highly correlated with account_creation_day_of_week | High correlation |
account_creation_day_of_week is highly correlated with first_active_account_day_of_week | High correlation |
first_booking_day is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_active_account_day is highly correlated with account_creation_day | High correlation |
account_creation_day is highly correlated with first_active_account_day | High correlation |
first_booking_month is highly correlated with first_booking_day_of_year and 1 other fields | High correlation |
first_active_account_month is highly correlated with account_creation_month and 4 other fields | High correlation |
account_creation_month is highly correlated with first_active_account_month and 4 other fields | High correlation |
first_booking_year is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_active_account_year is highly correlated with df_index and 1 other fields | High correlation |
account_creation_year is highly correlated with df_index and 1 other fields | High correlation |
first_booking_day_of_year is highly correlated with first_booking_month and 1 other fields | High correlation |
first_active_account_day_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
account_creation_day_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
first_booking_week_of_year is highly correlated with first_booking_month and 1 other fields | High correlation |
first_active_account_week_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
account_creation_week_of_year is highly correlated with first_active_account_month and 4 other fields | High correlation |
days_account_creation_first_booking is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
days_first_active_first_booking is highly correlated with first_booking_day_of_week and 3 other fields | High correlation |
first_device_type is highly correlated with first_browser and 3 other fields | High correlation |
first_browser is highly correlated with first_device_type and 2 other fields | High correlation |
age_is_na is highly correlated with first_device_type and 12 other fields | High correlation |
signup_method is highly correlated with age_is_na and 1 other fields | High correlation |
affiliate_channel is highly correlated with age_is_na and 2 other fields | High correlation |
language is highly correlated with age_is_na and 1 other fields | High correlation |
country_destination is highly correlated with age_is_na and 2 other fields | High correlation |
first_affiliate_tracked_is_na is highly correlated with first_device_type and 12 other fields | High correlation |
gender is highly correlated with age_is_na and 1 other fields | High correlation |
affiliate_provider is highly correlated with age_is_na and 2 other fields | High correlation |
account_creation_year is highly correlated with age_is_na and 1 other fields | High correlation |
signup_app is highly correlated with first_device_type and 2 other fields | High correlation |
first_affiliate_tracked is highly correlated with age_is_na and 1 other fields | High correlation |
date_first_booking_is_na is highly correlated with age_is_na and 2 other fields | High correlation |
df_index is highly correlated with first_booking_month and 13 other fields | High correlation |
gender is highly correlated with age | High correlation |
age is highly correlated with gender | High correlation |
signup_flow is highly correlated with affiliate_channel and 4 other fields | High correlation |
affiliate_channel is highly correlated with signup_flow and 3 other fields | High correlation |
affiliate_provider is highly correlated with signup_flow and 2 other fields | High correlation |
first_affiliate_tracked is highly correlated with affiliate_channel and 2 other fields | High correlation |
signup_app is highly correlated with signup_flow and 3 other fields | High correlation |
first_device_type is highly correlated with signup_flow and 3 other fields | High correlation |
first_browser is highly correlated with signup_flow and 2 other fields | High correlation |
country_destination is highly correlated with date_first_booking_is_na and 8 other fields | High correlation |
date_first_booking_is_na is highly correlated with country_destination and 8 other fields | High correlation |
first_booking_day_of_week is highly correlated with country_destination and 8 other fields | High correlation |
first_active_account_day_of_week is highly correlated with account_creation_day_of_week | High correlation |
account_creation_day_of_week is highly correlated with first_active_account_day_of_week | High correlation |
first_booking_day is highly correlated with country_destination and 10 other fields | High correlation |
first_active_account_day is highly correlated with first_booking_day and 1 other fields | High correlation |
account_creation_day is highly correlated with first_booking_day and 1 other fields | High correlation |
first_booking_month is highly correlated with df_index and 15 other fields | High correlation |
first_active_account_month is highly correlated with df_index and 12 other fields | High correlation |
account_creation_month is highly correlated with df_index and 12 other fields | High correlation |
first_booking_year is highly correlated with df_index and 11 other fields | High correlation |
first_active_account_year is highly correlated with df_index and 10 other fields | High correlation |
account_creation_year is highly correlated with df_index and 10 other fields | High correlation |
first_booking_day_of_year is highly correlated with df_index and 15 other fields | High correlation |
first_active_account_day_of_year is highly correlated with df_index and 12 other fields | High correlation |
account_creation_day_of_year is highly correlated with df_index and 12 other fields | High correlation |
first_booking_week_of_year is highly correlated with df_index and 15 other fields | High correlation |
first_active_account_week_of_year is highly correlated with df_index and 12 other fields | High correlation |
account_creation_week_of_year is highly correlated with df_index and 12 other fields | High correlation |
days_account_creation_first_booking is highly correlated with df_index and 17 other fields | High correlation |
days_first_active_first_booking is highly correlated with df_index and 17 other fields | High correlation |
days_first_active_acount_creation is highly skewed (γ1 = -74.02857652) | Skewed |
df_index is uniformly distributed | Uniform |
df_index has unique values | Unique |
signup_flow has 162507 (77.1%) zeros | Zeros |
first_booking_day_of_week has 135773 (64.4%) zeros | Zeros |
first_active_account_day_of_week has 32472 (15.4%) zeros | Zeros |
account_creation_day_of_week has 32469 (15.4%) zeros | Zeros |
days_account_creation_first_booking has 21074 (10.0%) zeros | Zeros |
days_first_active_acount_creation has 210574 (99.9%) zeros | Zeros |
days_first_active_first_booking has 14516 (6.9%) zeros | Zeros |
Reproduction
| Analysis started | 2022-02-01 16:26:04.042909 |
|---|---|
| Analysis finished | 2022-02-01 16:27:20.184590 |
| Duration | 1 minute and 16.14 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIFORMUNIQUE| Distinct | 210721 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106869.7705 |
| Minimum | 0 |
|---|---|
| Maximum | 213450 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10757 |
| Q1 | 53508 |
| median | 106930 |
| Q3 | 160245 |
| 95-th percentile | 202832 |
| Maximum | 213450 |
| Range | 213450 |
| Interquartile range (IQR) | 106737 |
Descriptive statistics
| Standard deviation | 61611.551 |
|---|---|
| Coefficient of variation (CV) | 0.576510558 |
| Kurtosis | -1.200067066 |
| Mean | 106869.7705 |
| Median Absolute Deviation (MAD) | 53369 |
| Skewness | -0.001846801687 |
| Sum | 2.25197049 × 1010 |
| Variance | 3795983217 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 142459 | 1 | < 0.1% |
| 142449 | 1 | < 0.1% |
| 142450 | 1 | < 0.1% |
| 142451 | 1 | < 0.1% |
| 142452 | 1 | < 0.1% |
| 142453 | 1 | < 0.1% |
| 142454 | 1 | < 0.1% |
| 142455 | 1 | < 0.1% |
| 142456 | 1 | < 0.1% |
| Other values (210711) | 210711 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 3 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 | |
| 11 | 1 |
| Value | Count | Frequency (%) |
| 213450 | 1 | |
| 213449 | 1 | |
| 213448 | 1 | |
| 213447 | 1 | |
| 213446 | 1 | |
| 213445 | 1 | |
| 213444 | 1 | |
| 213443 | 1 | |
| 213442 | 1 | |
| 213441 | 1 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| -unknown- | |
|---|---|
| FEMALE | |
| MALE | |
| OTHER | 278 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 6.841733857 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | -unknown- |
|---|---|
| 2nd row | MALE |
| 3rd row | FEMALE |
| 4th row | -unknown- |
| 5th row | FEMALE |
Common Values
| Value | Count | Frequency (%) |
| -unknown- | 94949 | |
| FEMALE | 61895 | |
| MALE | 53599 | |
| OTHER | 278 | 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| unknown | 94949 | |
| female | 61895 | |
| male | 53599 | |
| other | 278 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 73 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.44355807 |
| Minimum | 18 |
|---|---|
| Maximum | 90 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 24 |
| Q1 | 32 |
| median | 34 |
| Q3 | 35 |
| 95-th percentile | 55 |
| Maximum | 90 |
| Range | 72 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 8.820051231 |
|---|---|
| Coefficient of variation (CV) | 0.2488477938 |
| Kurtosis | 4.646812788 |
| Mean | 35.44355807 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.802229067 |
| Sum | 7468702 |
| Variance | 77.79330371 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 34 | 93015 | |
| 30 | 6123 | 2.9% |
| 31 | 6016 | 2.9% |
| 29 | 5963 | 2.8% |
| 28 | 5939 | 2.8% |
| 32 | 5855 | 2.8% |
| 27 | 5738 | 2.7% |
| 33 | 5526 | 2.6% |
| 26 | 5044 | 2.4% |
| 35 | 4858 | 2.3% |
| Other values (63) | 66644 |
| Value | Count | Frequency (%) |
| 18 | 669 | 0.3% |
| 19 | 1102 | 0.5% |
| 20 | 540 | 0.3% |
| 21 | 982 | 0.5% |
| 22 | 1702 | 0.8% |
| 23 | 2462 | |
| 24 | 3220 | |
| 25 | 4458 | |
| 26 | 5044 | |
| 27 | 5738 |
| Value | Count | Frequency (%) |
| 90 | 18 | |
| 89 | 13 | |
| 88 | 12 | < 0.1% |
| 87 | 31 | |
| 86 | 27 | |
| 85 | 26 | |
| 84 | 20 | |
| 83 | 25 | |
| 82 | 26 | |
| 81 | 30 |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| basic | |
|---|---|
| 545 |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.84572017 |
| Min length | 5 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | |
|---|---|
| 2nd row | |
| 3rd row | |
| 4th row | basic |
| 5th row | basic |
Common Values
| Value | Count | Frequency (%) |
| basic | 150954 | |
| 59222 | 28.1% | |
| 545 | 0.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| basic | 150954 | |
| 59222 | 28.1% | |
| 545 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 17 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.285021426 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 162507 |
| Zeros (%) | 77.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 25 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.657414612 |
|---|---|
| Coefficient of variation (CV) | 2.331009031 |
| Kurtosis | 3.278878961 |
| Mean | 3.285021426 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.224659025 |
| Sum | 692223 |
| Variance | 58.63599854 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 162507 | |
| 25 | 14579 | 6.9% |
| 12 | 9248 | 4.4% |
| 3 | 8718 | 4.1% |
| 2 | 6744 | 3.2% |
| 24 | 4283 | 2.0% |
| 23 | 2819 | 1.3% |
| 1 | 1026 | 0.5% |
| 6 | 296 | 0.1% |
| 8 | 238 | 0.1% |
| Other values (7) | 263 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 162507 | |
| 1 | 1026 | 0.5% |
| 2 | 6744 | 3.2% |
| 3 | 8718 | 4.1% |
| 4 | 1 | < 0.1% |
| 5 | 35 | < 0.1% |
| 6 | 296 | 0.1% |
| 8 | 238 | 0.1% |
| 10 | 2 | < 0.1% |
| 12 | 9248 | 4.4% |
| Value | Count | Frequency (%) |
| 25 | 14579 | |
| 24 | 4283 | 2.0% |
| 23 | 2819 | 1.3% |
| 21 | 190 | 0.1% |
| 20 | 14 | < 0.1% |
| 16 | 11 | < 0.1% |
| 15 | 10 | < 0.1% |
| 12 | 9248 | |
| 10 | 2 | < 0.1% |
| 8 | 238 | 0.1% |
| Distinct | 25 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| en | |
|---|---|
| zh | 1623 |
| fr | 1136 |
| es | 902 |
| ko | 738 |
| Other values (20) | 2630 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | en |
|---|---|
| 2nd row | en |
| 3rd row | en |
| 4th row | en |
| 5th row | en |
Common Values
| Value | Count | Frequency (%) |
| en | 203692 | |
| zh | 1623 | 0.8% |
| fr | 1136 | 0.5% |
| es | 902 | 0.4% |
| ko | 738 | 0.4% |
| de | 728 | 0.3% |
| it | 503 | 0.2% |
| ru | 379 | 0.2% |
| pt | 235 | 0.1% |
| ja | 223 | 0.1% |
| Other values (15) | 562 | 0.3% |
Length
| Value | Count | Frequency (%) |
| en | 203692 | |
| zh | 1623 | 0.8% |
| fr | 1136 | 0.5% |
| es | 902 | 0.4% |
| ko | 738 | 0.4% |
| de | 728 | 0.3% |
| it | 503 | 0.2% |
| ru | 379 | 0.2% |
| pt | 235 | 0.1% |
| ja | 223 | 0.1% |
| Other values (15) | 562 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| direct | |
|---|---|
| sem-brand | |
| sem-non-brand | |
| other | 8810 |
| seo | 8542 |
| Other values (3) | 13074 |
Length
| Max length | 13 |
|---|---|
| Median length | 6 |
| Mean length | 6.748311749 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | seo |
| 3rd row | direct |
| 4th row | other |
| 5th row | other |
Common Values
| Value | Count | Frequency (%) |
| direct | 136034 | |
| sem-brand | 25679 | 12.2% |
| sem-non-brand | 18582 | 8.8% |
| other | 8810 | 4.2% |
| seo | 8542 | 4.1% |
| api | 8095 | 3.8% |
| content | 3900 | 1.9% |
| remarketing | 1079 | 0.5% |
Length
Pie chart
| Value | Count | Frequency (%) |
| direct | 136034 | |
| sem-brand | 25679 | 12.2% |
| sem-non-brand | 18582 | 8.8% |
| other | 8810 | 4.2% |
| seo | 8542 | 4.1% |
| api | 8095 | 3.8% |
| content | 3900 | 1.9% |
| remarketing | 1079 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 18 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| direct | |
|---|---|
| other | 12400 |
| craigslist | 3406 |
| bing | 2299 |
| Other values (13) | 5921 |
Length
| Max length | 19 |
|---|---|
| Median length | 6 |
| Mean length | 6.039331628 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | direct |
|---|---|
| 2nd row | |
| 3rd row | direct |
| 4th row | other |
| 5th row | craigslist |
Common Values
| Value | Count | Frequency (%) |
| direct | 135738 | |
| 50957 | 24.2% | |
| other | 12400 | 5.9% |
| craigslist | 3406 | 1.6% |
| bing | 2299 | 1.1% |
| 2253 | 1.1% | |
| vast | 821 | 0.4% |
| padmapper | 757 | 0.4% |
| facebook-open-graph | 538 | 0.3% |
| yahoo | 491 | 0.2% |
| Other values (8) | 1061 | 0.5% |
Length
| Value | Count | Frequency (%) |
| direct | 135738 | |
| 50957 | 24.2% | |
| other | 12400 | 5.9% |
| craigslist | 3406 | 1.6% |
| bing | 2299 | 1.1% |
| 2253 | 1.1% | |
| vast | 821 | 0.4% |
| padmapper | 757 | 0.4% |
| facebook-open-graph | 538 | 0.3% |
| yahoo | 491 | 0.2% |
| Other values (8) | 1061 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| untracked | |
|---|---|
| linked | |
| omg | |
| tracked-other | 6045 |
| unknown | 5990 |
| Other values (3) | 1701 |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 7.157146179 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | untracked |
|---|---|
| 2nd row | untracked |
| 3rd row | untracked |
| 4th row | omg |
| 5th row | untracked |
Common Values
| Value | Count | Frequency (%) |
| untracked | 107916 | |
| linked | 45648 | |
| omg | 43421 | |
| tracked-other | 6045 | 2.9% |
| unknown | 5990 | 2.8% |
| product | 1529 | 0.7% |
| marketing | 139 | 0.1% |
| local ops | 33 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| untracked | 107916 | |
| linked | 45648 | |
| omg | 43421 | |
| tracked-other | 6045 | 2.9% |
| unknown | 5990 | 2.8% |
| product | 1529 | 0.7% |
| marketing | 139 | 0.1% |
| local | 33 | < 0.1% |
| ops | 33 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Web | |
|---|---|
| iOS | |
| Moweb | 6193 |
| Android | 5424 |
Length
| Max length | 7 |
|---|---|
| Median length | 3 |
| Mean length | 3.161739931 |
| Min length | 3 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Web |
|---|---|
| 2nd row | Web |
| 3rd row | Web |
| 4th row | Web |
| 5th row | Web |
Common Values
| Value | Count | Frequency (%) |
| Web | 180206 | |
| iOS | 18898 | 9.0% |
| Moweb | 6193 | 2.9% |
| Android | 5424 | 2.6% |
Length
Pie chart
| Value | Count | Frequency (%) |
| web | 180206 | |
| ios | 18898 | 9.0% |
| moweb | 6193 | 2.9% |
| android | 5424 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 9 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Mac Desktop | |
|---|---|
| Windows Desktop | |
| iPhone | |
| iPad | |
| Other/Unknown | |
| Other values (4) | 5303 |
Length
| Max length | 18 |
|---|---|
| Median length | 11 |
| Mean length | 11.57179873 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Mac Desktop |
|---|---|
| 2nd row | Mac Desktop |
| 3rd row | Mac Desktop |
| 4th row | Mac Desktop |
| 5th row | Mac Desktop |
Common Values
| Value | Count | Frequency (%) |
| Mac Desktop | 88350 | |
| Windows Desktop | 71737 | |
| iPhone | 20601 | 9.8% |
| iPad | 14170 | 6.7% |
| Other/Unknown | 10560 | 5.0% |
| Android Phone | 2775 | 1.3% |
| Android Tablet | 1270 | 0.6% |
| Desktop (Other) | 1183 | 0.6% |
| SmartPhone (Other) | 75 | < 0.1% |
Length
Pie chart
| Value | Count | Frequency (%) |
| desktop | 161270 | |
| mac | 88350 | |
| windows | 71737 | |
| iphone | 20601 | 5.5% |
| ipad | 14170 | 3.8% |
| other/unknown | 10560 | 2.8% |
| android | 4045 | 1.1% |
| phone | 2775 | 0.7% |
| tablet | 1270 | 0.3% |
| other | 1258 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 52 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| Chrome | |
|---|---|
| Safari | |
| Firefox | |
| -unknown- | |
| IE | |
| Other values (47) |
Length
| Max length | 20 |
|---|---|
| Median length | 6 |
| Mean length | 6.87365284 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Chrome |
|---|---|
| 2nd row | Chrome |
| 3rd row | Firefox |
| 4th row | Chrome |
| 5th row | Safari |
Common Values
| Value | Count | Frequency (%) |
| Chrome | 63045 | |
| Safari | 44502 | |
| Firefox | 33186 | |
| -unknown- | 27056 | |
| IE | 20760 | 9.9% |
| Mobile Safari | 19053 | 9.0% |
| Chrome Mobile | 1251 | 0.6% |
| Android Browser | 838 | 0.4% |
| AOL Explorer | 238 | 0.1% |
| Opera | 183 | 0.1% |
| Other values (42) | 609 | 0.3% |
Length
| Value | Count | Frequency (%) |
| chrome | 64296 | |
| safari | 63555 | |
| firefox | 33215 | |
| unknown | 27056 | |
| ie | 20796 | 9.0% |
| mobile | 20371 | 8.8% |
| browser | 901 | 0.4% |
| android | 838 | 0.4% |
| explorer | 271 | 0.1% |
| aol | 238 | 0.1% |
| Other values (48) | 786 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| NDF | |
|---|---|
| US | |
| other | 9920 |
| FR | 4960 |
| IT | 2783 |
| Other values (7) | 8443 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 2.72604534 |
| Min length | 2 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | NDF |
|---|---|
| 2nd row | NDF |
| 3rd row | other |
| 4th row | US |
| 5th row | US |
Common Values
| Value | Count | Frequency (%) |
| NDF | 123233 | |
| US | 61382 | |
| other | 9920 | 4.7% |
| FR | 4960 | 2.4% |
| IT | 2783 | 1.3% |
| GB | 2284 | 1.1% |
| ES | 2218 | 1.1% |
| CA | 1404 | 0.7% |
| DE | 1042 | 0.5% |
| NL | 750 | 0.4% |
| Other values (2) | 745 | 0.4% |
Length
| Value | Count | Frequency (%) |
| ndf | 123233 | |
| us | 61382 | |
| other | 9920 | 4.7% |
| fr | 4960 | 2.4% |
| it | 2783 | 1.3% |
| gb | 2284 | 1.1% |
| es | 2218 | 1.1% |
| ca | 1404 | 0.7% |
| de | 1042 | 0.5% |
| nl | 750 | 0.4% |
| Other values (2) | 745 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.9 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 123233 | |
| False | 87488 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.9 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 210721 |
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 205.9 KiB |
| False |
|---|
| Value | Count | Frequency (%) |
| False | 210721 |
first_booking_day_of_week
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.163562246 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 135773 |
| Zeros (%) | 64.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 2 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.852311685 |
|---|---|
| Coefficient of variation (CV) | 1.591931752 |
| Kurtosis | 0.539268494 |
| Mean | 1.163562246 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.383228706 |
| Sum | 245187 |
| Variance | 3.431058578 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 135773 | |
| 2 | 14177 | 6.7% |
| 1 | 14060 | 6.7% |
| 3 | 13702 | 6.5% |
| 4 | 13065 | 6.2% |
| 5 | 10257 | 4.9% |
| 6 | 9687 | 4.6% |
| Value | Count | Frequency (%) |
| 0 | 135773 | |
| 1 | 14060 | 6.7% |
| 2 | 14177 | 6.7% |
| 3 | 13702 | 6.5% |
| 4 | 13065 | 6.2% |
| 5 | 10257 | 4.9% |
| 6 | 9687 | 4.6% |
| Value | Count | Frequency (%) |
| 6 | 9687 | 4.6% |
| 5 | 10257 | 4.9% |
| 4 | 13065 | 6.2% |
| 3 | 13702 | 6.5% |
| 2 | 14177 | 6.7% |
| 1 | 14060 | 6.7% |
| 0 | 135773 |
first_active_account_day_of_week
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.763407539 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 32472 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.944705547 |
|---|---|
| Coefficient of variation (CV) | 0.7037346173 |
| Kurtosis | -1.150393083 |
| Mean | 2.763407539 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1668700811 |
| Sum | 582308 |
| Variance | 3.781879664 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 34612 | |
| 2 | 33687 | |
| 0 | 32472 | |
| 3 | 32163 | |
| 4 | 29346 | |
| 6 | 24244 | |
| 5 | 24197 |
| Value | Count | Frequency (%) |
| 0 | 32472 | |
| 1 | 34612 | |
| 2 | 33687 | |
| 3 | 32163 | |
| 4 | 29346 | |
| 5 | 24197 | |
| 6 | 24244 |
| Value | Count | Frequency (%) |
| 6 | 24244 | |
| 5 | 24197 | |
| 4 | 29346 | |
| 3 | 32163 | |
| 2 | 33687 | |
| 1 | 34612 | |
| 0 | 32472 |
account_creation_day_of_week
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.763450249 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 32469 |
| Zeros (%) | 15.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.944704642 |
|---|---|
| Coefficient of variation (CV) | 0.7037234133 |
| Kurtosis | -1.150420741 |
| Mean | 2.763450249 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1668553777 |
| Sum | 582317 |
| Variance | 3.781876144 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 34615 | |
| 2 | 33687 | |
| 0 | 32469 | |
| 3 | 32158 | |
| 4 | 29351 | |
| 6 | 24245 | |
| 5 | 24196 |
| Value | Count | Frequency (%) |
| 0 | 32469 | |
| 1 | 34615 | |
| 2 | 33687 | |
| 3 | 32158 | |
| 4 | 29351 | |
| 5 | 24196 | |
| 6 | 24245 |
| Value | Count | Frequency (%) |
| 6 | 24245 | |
| 5 | 24196 | |
| 4 | 29351 | |
| 3 | 32158 | |
| 2 | 33687 | |
| 1 | 34615 | |
| 0 | 32469 |
first_booking_day
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.45567362 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 19 |
| median | 29 |
| Q3 | 29 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.655450281 |
|---|---|
| Coefficient of variation (CV) | 0.3690130764 |
| Kurtosis | 0.1812988587 |
| Mean | 23.45567362 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.283625481 |
| Sum | 4942603 |
| Variance | 74.91681957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 29 | 125816 | |
| 10 | 3046 | 1.4% |
| 17 | 3016 | 1.4% |
| 11 | 2999 | 1.4% |
| 13 | 2973 | 1.4% |
| 16 | 2971 | 1.4% |
| 15 | 2968 | 1.4% |
| 5 | 2942 | 1.4% |
| 3 | 2913 | 1.4% |
| 6 | 2909 | 1.4% |
| Other values (21) | 58168 |
| Value | Count | Frequency (%) |
| 1 | 2720 | |
| 2 | 2828 | |
| 3 | 2913 | |
| 4 | 2815 | |
| 5 | 2942 | |
| 6 | 2909 | |
| 7 | 2881 | |
| 8 | 2901 | |
| 9 | 2873 | |
| 10 | 3046 |
| Value | Count | Frequency (%) |
| 31 | 1535 | 0.7% |
| 30 | 2660 | 1.3% |
| 29 | 125816 | |
| 28 | 2839 | 1.3% |
| 27 | 2722 | 1.3% |
| 26 | 2777 | 1.3% |
| 25 | 2835 | 1.3% |
| 24 | 2842 | 1.3% |
| 23 | 2808 | 1.3% |
| 22 | 2899 | 1.4% |
first_active_account_day
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.87166443 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.740370127 |
|---|---|
| Coefficient of variation (CV) | 0.5506902043 |
| Kurtosis | -1.186209018 |
| Mean | 15.87166443 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.01164470356 |
| Sum | 3344493 |
| Variance | 76.39406996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 7317 | 3.5% |
| 16 | 7162 | 3.4% |
| 18 | 7160 | 3.4% |
| 20 | 7130 | 3.4% |
| 23 | 7122 | 3.4% |
| 19 | 7109 | 3.4% |
| 28 | 7056 | 3.3% |
| 26 | 7038 | 3.3% |
| 13 | 7037 | 3.3% |
| 17 | 7035 | 3.3% |
| Other values (21) | 139555 |
| Value | Count | Frequency (%) |
| 1 | 6125 | |
| 2 | 6707 | |
| 3 | 6853 | |
| 4 | 6748 | |
| 5 | 6932 | |
| 6 | 6875 | |
| 7 | 6648 | |
| 8 | 6827 | |
| 9 | 6832 | |
| 10 | 6941 |
| Value | Count | Frequency (%) |
| 31 | 3695 | |
| 30 | 6675 | |
| 29 | 6485 | |
| 28 | 7056 | |
| 27 | 6979 | |
| 26 | 7038 | |
| 25 | 6877 | |
| 24 | 7317 | |
| 23 | 7122 | |
| 22 | 6866 |
account_creation_day
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 31 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.87128478 |
| Minimum | 1 |
|---|---|
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 8 |
| median | 16 |
| Q3 | 23 |
| 95-th percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 15 |
Descriptive statistics
| Standard deviation | 8.740640362 |
|---|---|
| Coefficient of variation (CV) | 0.5507204037 |
| Kurtosis | -1.186274197 |
| Mean | 15.87128478 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | -0.01166694181 |
| Sum | 3344413 |
| Variance | 76.39879393 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 24 | 7318 | 3.5% |
| 16 | 7168 | 3.4% |
| 18 | 7160 | 3.4% |
| 20 | 7131 | 3.4% |
| 23 | 7121 | 3.4% |
| 19 | 7105 | 3.4% |
| 28 | 7059 | 3.3% |
| 26 | 7035 | 3.3% |
| 13 | 7033 | 3.3% |
| 17 | 7033 | 3.3% |
| Other values (21) | 139558 |
| Value | Count | Frequency (%) |
| 1 | 6126 | |
| 2 | 6709 | |
| 3 | 6858 | |
| 4 | 6747 | |
| 5 | 6934 | |
| 6 | 6874 | |
| 7 | 6646 | |
| 8 | 6830 | |
| 9 | 6831 | |
| 10 | 6939 |
| Value | Count | Frequency (%) |
| 31 | 3693 | |
| 30 | 6675 | |
| 29 | 6487 | |
| 28 | 7059 | |
| 27 | 6977 | |
| 26 | 7035 | |
| 25 | 6874 | |
| 24 | 7318 | |
| 23 | 7121 | |
| 22 | 6872 |
first_booking_month
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.047356457 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 6 |
| Q3 | 6 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.04984678 |
|---|---|
| Coefficient of variation (CV) | 0.3389657604 |
| Kurtosis | 1.918530764 |
| Mean | 6.047356457 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.3903313435 |
| Sum | 1274305 |
| Variance | 4.20187182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 133595 | |
| 5 | 10328 | 4.9% |
| 4 | 8667 | 4.1% |
| 3 | 8249 | 3.9% |
| 7 | 7141 | 3.4% |
| 8 | 6938 | 3.3% |
| 2 | 6653 | 3.2% |
| 9 | 6482 | 3.1% |
| 1 | 6372 | 3.0% |
| 10 | 6094 | 2.9% |
| Other values (2) | 10202 | 4.8% |
| Value | Count | Frequency (%) |
| 1 | 6372 | 3.0% |
| 2 | 6653 | 3.2% |
| 3 | 8249 | 3.9% |
| 4 | 8667 | 4.1% |
| 5 | 10328 | 4.9% |
| 6 | 133595 | |
| 7 | 7141 | 3.4% |
| 8 | 6938 | 3.3% |
| 9 | 6482 | 3.1% |
| 10 | 6094 | 2.9% |
| Value | Count | Frequency (%) |
| 12 | 5011 | 2.4% |
| 11 | 5191 | 2.5% |
| 10 | 6094 | 2.9% |
| 9 | 6482 | 3.1% |
| 8 | 6938 | 3.3% |
| 7 | 7141 | 3.4% |
| 6 | 133595 | |
| 5 | 10328 | 4.9% |
| 4 | 8667 | 4.1% |
| 3 | 8249 | 3.9% |
first_active_account_month
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.023153838 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.236360926 |
|---|---|
| Coefficient of variation (CV) | 0.5373199843 |
| Kurtosis | -0.9694602136 |
| Mean | 6.023153838 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2485199619 |
| Sum | 1269205 |
| Variance | 10.47403204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 27129 | |
| 5 | 25601 | |
| 4 | 21603 | |
| 3 | 20060 | |
| 1 | 17261 | |
| 2 | 16336 | |
| 9 | 15181 | |
| 8 | 14395 | |
| 7 | 13627 | |
| 10 | 13323 | |
| Other values (2) | 26205 |
| Value | Count | Frequency (%) |
| 1 | 17261 | |
| 2 | 16336 | |
| 3 | 20060 | |
| 4 | 21603 | |
| 5 | 25601 | |
| 6 | 27129 | |
| 7 | 13627 | |
| 8 | 14395 | |
| 9 | 15181 | |
| 10 | 13323 |
| Value | Count | Frequency (%) |
| 12 | 13238 | |
| 11 | 12967 | |
| 10 | 13323 | |
| 9 | 15181 | |
| 8 | 14395 | |
| 7 | 13627 | |
| 6 | 27129 | |
| 5 | 25601 | |
| 4 | 21603 | |
| 3 | 20060 |
account_creation_month
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.02316333 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 9 |
| 95-th percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.236538282 |
|---|---|
| Coefficient of variation (CV) | 0.5373485832 |
| Kurtosis | -0.9695745673 |
| Mean | 6.02316333 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.2484757975 |
| Sum | 1269207 |
| Variance | 10.47518005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 27128 | |
| 5 | 25604 | |
| 4 | 21595 | |
| 3 | 20059 | |
| 1 | 17266 | |
| 2 | 16338 | |
| 9 | 15186 | |
| 8 | 14392 | |
| 7 | 13623 | |
| 10 | 13323 | |
| Other values (2) | 26207 |
| Value | Count | Frequency (%) |
| 1 | 17266 | |
| 2 | 16338 | |
| 3 | 20059 | |
| 4 | 21595 | |
| 5 | 25604 | |
| 6 | 27128 | |
| 7 | 13623 | |
| 8 | 14392 | |
| 9 | 15186 | |
| 10 | 13323 |
| Value | Count | Frequency (%) |
| 12 | 13242 | |
| 11 | 12965 | |
| 10 | 13323 | |
| 9 | 15186 | |
| 8 | 14392 | |
| 7 | 13623 | |
| 6 | 27128 | |
| 5 | 25604 | |
| 4 | 21595 | |
| 3 | 20059 |
first_booking_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2014.187585 |
| Minimum | 2010 |
|---|---|
| Maximum | 2015 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 2010 |
|---|---|
| 5-th percentile | 2012 |
| Q1 | 2013 |
| median | 2015 |
| Q3 | 2015 |
| 95-th percentile | 2015 |
| Maximum | 2015 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.165490157 |
|---|---|
| Coefficient of variation (CV) | 0.0005786403242 |
| Kurtosis | 0.8803769206 |
| Mean | 2014.187585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.322180239 |
| Sum | 424431622 |
| Variance | 1.358367306 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2015 | 124980 | |
| 2014 | 31925 | 15.2% |
| 2013 | 30712 | 14.6% |
| 2012 | 16013 | 7.6% |
| 2011 | 5650 | 2.7% |
| 2010 | 1441 | 0.7% |
| Value | Count | Frequency (%) |
| 2010 | 1441 | 0.7% |
| 2011 | 5650 | 2.7% |
| 2012 | 16013 | 7.6% |
| 2013 | 30712 | 14.6% |
| 2014 | 31925 | 15.2% |
| 2015 | 124980 |
| Value | Count | Frequency (%) |
| 2015 | 124980 | |
| 2014 | 31925 | 15.2% |
| 2013 | 30712 | 14.6% |
| 2012 | 16013 | 7.6% |
| 2011 | 5650 | 2.7% |
| 2010 | 1441 | 0.7% |
first_active_account_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2013.02537 |
| Minimum | 2009 |
|---|---|
| Maximum | 2014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 2009 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2012 |
| median | 2013 |
| Q3 | 2014 |
| 95-th percentile | 2014 |
| Maximum | 2014 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 0.9375234033 |
|---|---|
| Coefficient of variation (CV) | 0.0004657285583 |
| Kurtosis | 0.2805745293 |
| Mean | 2013.02537 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.8265063759 |
| Sum | 424186719 |
| Variance | 0.8789501318 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 2013 | 81880 | |
| 2014 | 75606 | |
| 2012 | 38923 | |
| 2011 | 11602 | 5.5% |
| 2010 | 2707 | 1.3% |
| 2009 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 2009 | 3 | < 0.1% |
| 2010 | 2707 | 1.3% |
| 2011 | 11602 | 5.5% |
| 2012 | 38923 | |
| 2013 | 81880 | |
| 2014 | 75606 |
| Value | Count | Frequency (%) |
| 2014 | 75606 | |
| 2013 | 81880 | |
| 2012 | 38923 | |
| 2011 | 11602 | 5.5% |
| 2010 | 2707 | 1.3% |
| 2009 | 3 | < 0.1% |
account_creation_year
Categorical
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.6 MiB |
| 2013 | |
|---|---|
| 2014 | |
| 2012 | |
| 2011 | |
| 2010 | 2702 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2010 |
|---|---|
| 2nd row | 2011 |
| 3rd row | 2011 |
| 4th row | 2010 |
| 5th row | 2010 |
Common Values
| Value | Count | Frequency (%) |
| 2013 | 81890 | |
| 2014 | 75642 | |
| 2012 | 38905 | |
| 2011 | 11582 | 5.5% |
| 2010 | 2702 | 1.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 2013 | 81890 | |
| 2014 | 75642 | |
| 2012 | 38905 | |
| 2011 | 11582 | 5.5% |
| 2010 | 2702 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
first_booking_day_of_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 366 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.0442623 |
| Minimum | 1 |
|---|---|
| Maximum | 366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 180 |
| median | 180 |
| Q3 | 180 |
| 95-th percentile | 303 |
| Maximum | 366 |
| Range | 365 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 62.68708613 |
|---|---|
| Coefficient of variation (CV) | 0.3560870733 |
| Kurtosis | 1.777671783 |
| Mean | 176.0442623 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.04137439194 |
| Sum | 37096223 |
| Variance | 3929.670768 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 180 | 123533 | |
| 162 | 410 | 0.2% |
| 142 | 410 | 0.2% |
| 141 | 407 | 0.2% |
| 176 | 401 | 0.2% |
| 134 | 394 | 0.2% |
| 164 | 384 | 0.2% |
| 170 | 382 | 0.2% |
| 157 | 379 | 0.2% |
| 161 | 375 | 0.2% |
| Other values (356) | 83646 |
| Value | Count | Frequency (%) |
| 1 | 86 | < 0.1% |
| 2 | 145 | |
| 3 | 192 | |
| 4 | 181 | |
| 5 | 170 | |
| 6 | 187 | |
| 7 | 218 | |
| 8 | 173 | |
| 9 | 209 | |
| 10 | 234 |
| Value | Count | Frequency (%) |
| 366 | 35 | < 0.1% |
| 365 | 165 | |
| 364 | 161 | |
| 363 | 141 | |
| 362 | 156 | |
| 361 | 151 | |
| 360 | 101 | |
| 359 | 118 | |
| 358 | 108 | |
| 357 | 142 |
first_active_account_day_of_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 366 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.9508402 |
| Minimum | 1 |
|---|---|
| Maximum | 366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 89 |
| median | 157 |
| Q3 | 248 |
| 95-th percentile | 341 |
| Maximum | 366 |
| Range | 365 |
| Interquartile range (IQR) | 159 |
Descriptive statistics
| Standard deviation | 98.82570567 |
|---|---|
| Coefficient of variation (CV) | 0.5884204303 |
| Kurtosis | -0.9640146458 |
| Mean | 167.9508402 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | 0.2556678312 |
| Sum | 35390769 |
| Variance | 9766.520101 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 175 | 1049 | 0.5% |
| 176 | 1041 | 0.5% |
| 178 | 1009 | 0.5% |
| 177 | 1004 | 0.5% |
| 133 | 1001 | 0.5% |
| 134 | 989 | 0.5% |
| 154 | 986 | 0.5% |
| 170 | 983 | 0.5% |
| 162 | 972 | 0.5% |
| 141 | 966 | 0.5% |
| Other values (356) | 200721 |
| Value | Count | Frequency (%) |
| 1 | 257 | 0.1% |
| 2 | 524 | |
| 3 | 565 | |
| 4 | 474 | |
| 5 | 496 | |
| 6 | 524 | |
| 7 | 564 | |
| 8 | 578 | |
| 9 | 650 | |
| 10 | 612 |
| Value | Count | Frequency (%) |
| 366 | 99 | < 0.1% |
| 365 | 409 | |
| 364 | 500 | |
| 363 | 440 | |
| 362 | 501 | |
| 361 | 455 | |
| 360 | 355 | |
| 359 | 251 | |
| 358 | 317 | |
| 357 | 380 |
account_creation_day_of_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 366 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.9507548 |
| Minimum | 1 |
|---|---|
| Maximum | 366 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 20 |
| Q1 | 89 |
| median | 157 |
| Q3 | 248 |
| 95-th percentile | 341 |
| Maximum | 366 |
| Range | 365 |
| Interquartile range (IQR) | 159 |
Descriptive statistics
| Standard deviation | 98.83110853 |
|---|---|
| Coefficient of variation (CV) | 0.5884528989 |
| Kurtosis | -0.964153136 |
| Mean | 167.9507548 |
| Median Absolute Deviation (MAD) | 78 |
| Skewness | 0.2556023476 |
| Sum | 35390751 |
| Variance | 9767.588012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 175 | 1049 | 0.5% |
| 176 | 1042 | 0.5% |
| 178 | 1008 | 0.5% |
| 177 | 1003 | 0.5% |
| 133 | 1001 | 0.5% |
| 134 | 989 | 0.5% |
| 154 | 986 | 0.5% |
| 170 | 983 | 0.5% |
| 162 | 973 | 0.5% |
| 141 | 965 | 0.5% |
| Other values (356) | 200722 |
| Value | Count | Frequency (%) |
| 1 | 256 | 0.1% |
| 2 | 523 | |
| 3 | 568 | |
| 4 | 474 | |
| 5 | 497 | |
| 6 | 524 | |
| 7 | 564 | |
| 8 | 579 | |
| 9 | 649 | |
| 10 | 613 |
| Value | Count | Frequency (%) |
| 366 | 98 | < 0.1% |
| 365 | 409 | |
| 364 | 500 | |
| 363 | 440 | |
| 362 | 502 | |
| 361 | 455 | |
| 360 | 355 | |
| 359 | 250 | |
| 358 | 317 | |
| 357 | 380 |
first_booking_week_of_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.0757542 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 27 |
| median | 27 |
| Q3 | 27 |
| 95-th percentile | 44 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 8.943092287 |
|---|---|
| Coefficient of variation (CV) | 0.3429658149 |
| Kurtosis | 1.711245047 |
| Mean | 26.0757542 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.1392491066 |
| Sum | 5494709 |
| Variance | 79.97889966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 125057 | |
| 26 | 2499 | 1.2% |
| 24 | 2469 | 1.2% |
| 21 | 2446 | 1.2% |
| 20 | 2420 | 1.1% |
| 25 | 2393 | 1.1% |
| 23 | 2379 | 1.1% |
| 18 | 2289 | 1.1% |
| 19 | 2276 | 1.1% |
| 22 | 2219 | 1.1% |
| Other values (43) | 64274 |
| Value | Count | Frequency (%) |
| 1 | 1098 | |
| 2 | 1444 | |
| 3 | 1723 | |
| 4 | 1411 | |
| 5 | 1458 | |
| 6 | 1592 | |
| 7 | 1719 | |
| 8 | 1692 | |
| 9 | 1762 | |
| 10 | 1849 |
| Value | Count | Frequency (%) |
| 53 | 1 | < 0.1% |
| 52 | 932 | |
| 51 | 1150 | |
| 50 | 1184 | |
| 49 | 1262 | |
| 48 | 1139 | |
| 47 | 1137 | |
| 46 | 1213 | |
| 45 | 1372 | |
| 44 | 1209 |
first_active_account_week_of_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.39574129 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 23 |
| Q3 | 36 |
| 95-th percentile | 49 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.01829598 |
|---|---|
| Coefficient of variation (CV) | 0.5746206198 |
| Kurtosis | -0.9570199261 |
| Mean | 24.39574129 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2497096149 |
| Sum | 5140695 |
| Variance | 196.5126221 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 6803 | 3.2% |
| 25 | 6445 | 3.1% |
| 24 | 6183 | 2.9% |
| 21 | 6121 | 2.9% |
| 23 | 6073 | 2.9% |
| 20 | 6070 | 2.9% |
| 22 | 5654 | 2.7% |
| 19 | 5511 | 2.6% |
| 18 | 5449 | 2.6% |
| 17 | 5364 | 2.5% |
| Other values (43) | 151048 |
| Value | Count | Frequency (%) |
| 1 | 3292 | |
| 2 | 3946 | |
| 3 | 4145 | |
| 4 | 3911 | |
| 5 | 3884 | |
| 6 | 4015 | |
| 7 | 3973 | |
| 8 | 4170 | |
| 9 | 4405 | |
| 10 | 4363 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 2777 | |
| 51 | 2863 | |
| 50 | 2984 | |
| 49 | 3267 | |
| 48 | 2941 | |
| 47 | 3015 | |
| 46 | 3190 | |
| 45 | 3116 | |
| 44 | 2818 |
account_creation_week_of_year
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 53 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 24.39557519 |
| Minimum | 1 |
|---|---|
| Maximum | 53 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 23 |
| Q3 | 36 |
| 95-th percentile | 49 |
| Maximum | 53 |
| Range | 52 |
| Interquartile range (IQR) | 23 |
Descriptive statistics
| Standard deviation | 14.01901207 |
|---|---|
| Coefficient of variation (CV) | 0.5746538855 |
| Kurtosis | -0.9571391421 |
| Mean | 24.39557519 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 0.2496500729 |
| Sum | 5140660 |
| Variance | 196.5326995 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26 | 6802 | 3.2% |
| 25 | 6446 | 3.1% |
| 24 | 6184 | 2.9% |
| 21 | 6120 | 2.9% |
| 23 | 6072 | 2.9% |
| 20 | 6069 | 2.9% |
| 22 | 5658 | 2.7% |
| 19 | 5508 | 2.6% |
| 18 | 5455 | 2.6% |
| 17 | 5362 | 2.5% |
| Other values (43) | 151045 |
| Value | Count | Frequency (%) |
| 1 | 3295 | |
| 2 | 3948 | |
| 3 | 4145 | |
| 4 | 3910 | |
| 5 | 3885 | |
| 6 | 4015 | |
| 7 | 3976 | |
| 8 | 4170 | |
| 9 | 4405 | |
| 10 | 4363 |
| Value | Count | Frequency (%) |
| 53 | 3 | < 0.1% |
| 52 | 2776 | |
| 51 | 2863 | |
| 50 | 2985 | |
| 49 | 3270 | |
| 48 | 2940 | |
| 47 | 3018 | |
| 46 | 3186 | |
| 45 | 3117 | |
| 44 | 2818 |
days_account_creation_first_booking
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1967 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 432.234979 |
| Minimum | 0 |
|---|---|
| Maximum | 2001 |
| Zeros | 21074 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 421 |
| Q3 | 687 |
| 95-th percentile | 1148 |
| Maximum | 2001 |
| Range | 2001 |
| Interquartile range (IQR) | 681 |
Descriptive statistics
| Standard deviation | 400.3373087 |
|---|---|
| Coefficient of variation (CV) | 0.926202941 |
| Kurtosis | -0.1184298914 |
| Mean | 432.234979 |
| Median Absolute Deviation (MAD) | 380 |
| Skewness | 0.6753168766 |
| Sum | 91080987 |
| Variance | 160269.9608 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 21074 | 10.0% |
| 1 | 14521 | 6.9% |
| 2 | 6399 | 3.0% |
| 3 | 3955 | 1.9% |
| 4 | 2888 | 1.4% |
| 5 | 2226 | 1.1% |
| 6 | 1758 | 0.8% |
| 7 | 1638 | 0.8% |
| 8 | 1290 | 0.6% |
| 9 | 1032 | 0.5% |
| Other values (1957) | 153940 |
| Value | Count | Frequency (%) |
| 0 | 21074 | |
| 1 | 14521 | |
| 2 | 6399 | 3.0% |
| 3 | 3955 | 1.9% |
| 4 | 2888 | 1.4% |
| 5 | 2226 | 1.1% |
| 6 | 1758 | 0.8% |
| 7 | 1638 | 0.8% |
| 8 | 1290 | 0.6% |
| 9 | 1032 | 0.5% |
| Value | Count | Frequency (%) |
| 2001 | 2 | |
| 1999 | 2 | |
| 1998 | 1 | < 0.1% |
| 1995 | 2 | |
| 1994 | 1 | < 0.1% |
| 1992 | 3 | |
| 1991 | 4 | |
| 1990 | 2 | |
| 1985 | 2 | |
| 1982 | 1 | < 0.1% |
| Distinct | 122 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -0.2097228088 |
| Minimum | -1456 |
|---|---|
| Maximum | 0 |
| Zeros | 210574 |
| Zeros (%) | 99.9% |
| Negative | 147 |
| Negative (%) | 0.1% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | -1456 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 1456 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 11.65651772 |
|---|---|
| Coefficient of variation (CV) | -55.5805913 |
| Kurtosis | 6421.885233 |
| Mean | -0.2097228088 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -74.02857652 |
| Sum | -44193 |
| Variance | 135.8744055 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 210574 | |
| -1 | 5 | < 0.1% |
| -2 | 4 | < 0.1% |
| -5 | 3 | < 0.1% |
| -7 | 3 | < 0.1% |
| -29 | 3 | < 0.1% |
| -634 | 2 | < 0.1% |
| -103 | 2 | < 0.1% |
| -20 | 2 | < 0.1% |
| -9 | 2 | < 0.1% |
| Other values (112) | 121 | 0.1% |
| Value | Count | Frequency (%) |
| -1456 | 1 | |
| -1369 | 1 | |
| -1361 | 1 | |
| -1148 | 1 | |
| -1036 | 1 | |
| -1018 | 1 | |
| -1011 | 1 | |
| -998 | 1 | |
| -995 | 1 | |
| -882 | 1 |
| Value | Count | Frequency (%) |
| 0 | 210574 | |
| -1 | 5 | < 0.1% |
| -2 | 4 | < 0.1% |
| -3 | 2 | < 0.1% |
| -4 | 1 | < 0.1% |
| -5 | 3 | < 0.1% |
| -6 | 2 | < 0.1% |
| -7 | 3 | < 0.1% |
| -9 | 2 | < 0.1% |
| -10 | 1 | < 0.1% |
days_first_active_first_booking
Real number (ℝ)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 1969 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 431.4447018 |
| Minimum | -1 |
|---|---|
| Maximum | 2292 |
| Zeros | 14516 |
| Zeros (%) | 6.9% |
| Negative | 21062 |
| Negative (%) | 10.0% |
| Memory size | 1.6 MiB |
Quantile statistics
| Minimum | -1 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 5 |
| median | 420 |
| Q3 | 687 |
| 95-th percentile | 1147 |
| Maximum | 2292 |
| Range | 2293 |
| Interquartile range (IQR) | 682 |
Descriptive statistics
| Standard deviation | 400.468811 |
|---|---|
| Coefficient of variation (CV) | 0.928204262 |
| Kurtosis | -0.1154122352 |
| Mean | 431.4447018 |
| Median Absolute Deviation (MAD) | 380 |
| Skewness | 0.6758559145 |
| Sum | 90914459 |
| Variance | 160375.2686 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -1 | 21062 | 10.0% |
| 0 | 14516 | 6.9% |
| 1 | 6394 | 3.0% |
| 2 | 3952 | 1.9% |
| 3 | 2888 | 1.4% |
| 4 | 2221 | 1.1% |
| 5 | 1755 | 0.8% |
| 6 | 1637 | 0.8% |
| 7 | 1288 | 0.6% |
| 8 | 1032 | 0.5% |
| Other values (1959) | 153976 |
| Value | Count | Frequency (%) |
| -1 | 21062 | |
| 0 | 14516 | |
| 1 | 6394 | 3.0% |
| 2 | 3952 | 1.9% |
| 3 | 2888 | 1.4% |
| 4 | 2221 | 1.1% |
| 5 | 1755 | 0.8% |
| 6 | 1637 | 0.8% |
| 7 | 1288 | 0.6% |
| 8 | 1032 | 0.5% |
| Value | Count | Frequency (%) |
| 2292 | 1 | < 0.1% |
| 2227 | 1 | < 0.1% |
| 2000 | 2 | |
| 1998 | 2 | |
| 1997 | 1 | < 0.1% |
| 1994 | 2 | |
| 1993 | 1 | < 0.1% |
| 1991 | 3 | |
| 1990 | 4 | |
| 1989 | 2 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | gender | age | signup_method | signup_flow | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | date_first_booking_is_na | age_is_na | first_affiliate_tracked_is_na | first_booking_day_of_week | first_active_account_day_of_week | account_creation_day_of_week | first_booking_day | first_active_account_day | account_creation_day | first_booking_month | first_active_account_month | account_creation_month | first_booking_year | first_active_account_year | account_creation_year | first_booking_day_of_year | first_active_account_day_of_year | account_creation_day_of_year | first_booking_week_of_year | first_active_account_week_of_year | account_creation_week_of_year | days_account_creation_first_booking | days_first_active_acount_creation | days_first_active_first_booking | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | -unknown- | 34 | 0 | en | direct | direct | untracked | Web | Mac Desktop | Chrome | NDF | yes | no | no | 0 | 3 | 0 | 29 | 19 | 28 | 6 | 3 | 6 | 2015 | 2009 | 2010 | 180 | 78 | 179 | 27 | 12 | 26 | 1827 | -466 | 2292 | |
| 1 | 1 | MALE | 38 | 0 | en | seo | untracked | Web | Mac Desktop | Chrome | NDF | yes | no | no | 0 | 5 | 2 | 29 | 23 | 25 | 6 | 5 | 5 | 2015 | 2009 | 2011 | 180 | 143 | 145 | 27 | 21 | 21 | 1496 | -732 | 2227 | ||
| 2 | 3 | FEMALE | 42 | 0 | en | direct | direct | untracked | Web | Mac Desktop | Firefox | other | no | no | no | 5 | 5 | 0 | 8 | 31 | 5 | 9 | 10 | 12 | 2012 | 2009 | 2011 | 252 | 304 | 339 | 36 | 44 | 49 | 278 | -765 | 1042 | |
| 3 | 5 | -unknown- | 34 | basic | 0 | en | other | other | omg | Web | Mac Desktop | Chrome | US | no | no | no | 5 | 4 | 4 | 2 | 1 | 1 | 1 | 1 | 1 | 2010 | 2010 | 2010 | 2 | 1 | 1 | 53 | 53 | 53 | 1 | 0 | 0 |
| 4 | 6 | FEMALE | 46 | basic | 0 | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US | no | no | no | 1 | 5 | 5 | 5 | 2 | 2 | 1 | 1 | 1 | 2010 | 2010 | 2010 | 5 | 2 | 2 | 1 | 53 | 53 | 3 | 0 | 2 |
| 5 | 7 | FEMALE | 47 | basic | 0 | en | direct | direct | omg | Web | Mac Desktop | Safari | US | no | no | no | 2 | 6 | 6 | 13 | 3 | 3 | 1 | 1 | 1 | 2010 | 2010 | 2010 | 13 | 3 | 3 | 2 | 53 | 53 | 10 | 0 | 9 |
| 6 | 8 | FEMALE | 50 | basic | 0 | en | other | craigslist | untracked | Web | Mac Desktop | Safari | US | no | no | no | 3 | 0 | 0 | 29 | 4 | 4 | 7 | 1 | 1 | 2010 | 2010 | 2010 | 210 | 4 | 4 | 30 | 1 | 1 | 206 | 0 | 205 |
| 7 | 9 | -unknown- | 46 | basic | 0 | en | other | craigslist | omg | Web | Mac Desktop | Firefox | US | no | no | no | 0 | 0 | 0 | 4 | 4 | 4 | 1 | 1 | 1 | 2010 | 2010 | 2010 | 4 | 4 | 4 | 1 | 1 | 1 | 0 | 0 | -1 |
| 8 | 10 | FEMALE | 36 | basic | 0 | en | other | craigslist | untracked | Web | Mac Desktop | Firefox | US | no | no | no | 2 | 0 | 0 | 6 | 4 | 4 | 1 | 1 | 1 | 2010 | 2010 | 2010 | 6 | 4 | 4 | 1 | 1 | 1 | 2 | 0 | 1 |
| 9 | 11 | FEMALE | 47 | basic | 0 | en | other | craigslist | untracked | Web | iPhone | -unknown- | NDF | yes | no | no | 0 | 1 | 1 | 29 | 5 | 5 | 6 | 1 | 1 | 2015 | 2010 | 2010 | 180 | 5 | 5 | 27 | 1 | 1 | 2001 | 0 | 2000 |
Last rows
| df_index | gender | age | signup_method | signup_flow | language | affiliate_channel | affiliate_provider | first_affiliate_tracked | signup_app | first_device_type | first_browser | country_destination | date_first_booking_is_na | age_is_na | first_affiliate_tracked_is_na | first_booking_day_of_week | first_active_account_day_of_week | account_creation_day_of_week | first_booking_day | first_active_account_day | account_creation_day | first_booking_month | first_active_account_month | account_creation_month | first_booking_year | first_active_account_year | account_creation_year | first_booking_day_of_year | first_active_account_day_of_year | account_creation_day_of_year | first_booking_week_of_year | first_active_account_week_of_year | account_creation_week_of_year | days_account_creation_first_booking | days_first_active_acount_creation | days_first_active_first_booking | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 210711 | 213441 | FEMALE | 34 | basic | 0 | en | direct | direct | linked | Web | Mac Desktop | Chrome | ES | no | no | no | 2 | 0 | 0 | 13 | 30 | 30 | 8 | 6 | 6 | 2014 | 2014 | 2014 | 225 | 181 | 181 | 33 | 27 | 27 | 44 | 0 | 43 |
| 210712 | 213442 | -unknown- | 34 | basic | 0 | en | sem-brand | omg | Web | Mac Desktop | Chrome | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 | |
| 210713 | 213443 | FEMALE | 36 | basic | 0 | en | sem-brand | linked | Web | Mac Desktop | Safari | US | no | no | no | 6 | 0 | 0 | 13 | 30 | 30 | 7 | 6 | 6 | 2014 | 2014 | 2014 | 194 | 181 | 181 | 28 | 27 | 27 | 13 | 0 | 12 | |
| 210714 | 213444 | -unknown- | 34 | basic | 0 | en | direct | direct | linked | Web | Windows Desktop | Chrome | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 |
| 210715 | 213445 | FEMALE | 23 | basic | 0 | en | sem-brand | omg | Web | Windows Desktop | IE | US | no | no | no | 2 | 0 | 0 | 2 | 30 | 30 | 7 | 6 | 6 | 2014 | 2014 | 2014 | 183 | 181 | 181 | 27 | 27 | 27 | 2 | 0 | 1 | |
| 210716 | 213446 | MALE | 32 | basic | 0 | en | sem-brand | omg | Web | Mac Desktop | Safari | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 | |
| 210717 | 213447 | -unknown- | 34 | basic | 0 | en | direct | direct | linked | Web | Windows Desktop | Chrome | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 |
| 210718 | 213448 | -unknown- | 32 | basic | 0 | en | direct | direct | untracked | Web | Mac Desktop | Firefox | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 |
| 210719 | 213449 | -unknown- | 34 | basic | 25 | en | other | other | tracked-other | iOS | iPhone | Mobile Safari | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 |
| 210720 | 213450 | -unknown- | 34 | basic | 25 | en | direct | direct | untracked | iOS | iPhone | -unknown- | NDF | yes | no | no | 0 | 0 | 0 | 29 | 30 | 30 | 6 | 6 | 6 | 2015 | 2014 | 2014 | 180 | 181 | 181 | 27 | 27 | 27 | 364 | 0 | 363 |